@other{https://authors.library.caltech.edu/records/vdtwg-mf097, authors = "Lale, Sahin and Shi, Yuanyuan and Qu, Guannan and Azizzadenesheli, Kamyar and Wierman, Adam and Anandkumar, Anima", title = "KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Discrete-Time Systems", publisher = "IEEE", year = "2023", url = "https://authors.library.caltech.edu/records/vdtwg-mf097", id = "https://authors.library.caltech.edu/records/vdtwg-mf097", isbn = "979-8-3503-0124-3", doi = "10.1109/cdc49753.2023.10384011", pages = "1334-1341" } @other{https://authors.library.caltech.edu/records/1fpbq-zba19, authors = "Haghi, Benyamin and Ma, Lin and Lale, Sahin and Anandkumar, Anima and Emami, Azita", title = "EKGNet: A 10.96μW Fully Analog Neural Network for Intra-Patient Arrhythmia Classification", publisher = "IEEE", year = "2023", url = "https://authors.library.caltech.edu/records/1fpbq-zba19", id = "https://authors.library.caltech.edu/records/1fpbq-zba19", isbn = "979-8-3503-0026-0", doi = "10.1109/biocas58349.2023.10389164", pages = "1-5" } @other{https://authors.library.caltech.edu/records/wm174-e8758, authors = "Li, Yanwei and Yu, Zhiding and Philion, Jonah and Anandkumar, Anima and Fidler, Sanja and Jia, Jiaya and Alvarez, Jose", title = "End-to-end 3D Tracking with Decoupled Queries", publisher = "IEEE", year = "2023", url = "https://authors.library.caltech.edu/records/wm174-e8758", id = "https://authors.library.caltech.edu/records/wm174-e8758", isbn = "979-8-3503-0718-4", doi = "10.1109/iccv51070.2023.01678", pages = "18256-18265" } @other{https://authors.library.caltech.edu/records/1717p-dtz79, authors = "Li, Zhiqi and Yu, Zhiding and Wang, Wenhai and Anandkumar, Anima and Lu, Tong and Alvarez, Jose M.", title = "FB-BEV: BEV Representation from Forward-Backward View Transformations", publisher = "IEEE", year = "2023", url = "https://authors.library.caltech.edu/records/1717p-dtz79", id = "https://authors.library.caltech.edu/records/1717p-dtz79", isbn = "979-8-3503-0718-4", doi = "10.1109/iccv51070.2023.00637", pages = "6896-6905" } @other{https://authors.library.caltech.edu/records/5vdb8-3fq78, authors = "Chen, Yilun and Yu, Zhiding and Chen, Yukang and Lan, Shiyi and Anandkumar, Anima and Jia, Jiaya and Alvarez, Jose M.", title = "FocalFormer3D : Focusing on Hard Instance for 3D Object Detection", publisher = "IEEE", year = "2023", url = "https://authors.library.caltech.edu/records/5vdb8-3fq78", id = "https://authors.library.caltech.edu/records/5vdb8-3fq78", isbn = "979-8-3503-0718-4", doi = "10.1109/iccv51070.2023.00771", pages = "8360-8371" } @other{https://authors.library.caltech.edu/records/fgq7y-t4m59, authors = "Zhao, Bingyin and Yu, Zhiding and Lan, Shiyi and Cheng, Yutao and Anandkumar, Anima and Lao, Yingjie and Alvarez, Jose M.", title = "Fully Attentional Networks with Self-emerging Token Labeling", publisher = "IEEE", year = "2023", url = "https://authors.library.caltech.edu/records/fgq7y-t4m59", id = "https://authors.library.caltech.edu/records/fgq7y-t4m59", isbn = "979-8-3503-0718-4", doi = "10.1109/iccv51070.2023.00514", pages = "5562-5572" } @other{https://authors.library.caltech.edu/records/36q82-yer25, authors = "Choe, Jaesung and Choy, Christopher and Park, Jaesik and Kweon, In So and Anandkumar, Anima", title = "Spacetime Surface Regularization for Neural Dynamic Scene Reconstruction", publisher = "IEEE", year = "2023", url = "https://authors.library.caltech.edu/records/36q82-yer25", id = "https://authors.library.caltech.edu/records/36q82-yer25", isbn = "979-8-3503-0718-4", doi = "10.1109/iccv51070.2023.01638", pages = "17825-17835" } @other{https://authors.library.caltech.edu/records/k959a-53q45, authors = "Kurth, Thorsten and Subramanian, Shashank and Harrington, Peter and Pathak, Jaideep and Mardani, Morteza and Hall, David and Miele, Andrea and Kashinath, Karthik and Anandkumar, Anima", title = "FourCastNet: Accelerating Global High-Resolution Weather Forecasting Using Adaptive Fourier Neural Operators", publisher = "ACM", year = "2023", url = "https://authors.library.caltech.edu/records/k959a-53q45", id = "https://authors.library.caltech.edu/records/k959a-53q45", isbn = "9798400701900", doi = "10.1145/3592979.3593412", pages = "13" } @other{https://authors.library.caltech.edu/records/9sytw-teg39, authors = "Anandkumar, Anima", title = "Neural Operators for Solving PDEs and Inverse Design", publisher = "ACM", year = "2023", url = "https://resolver.caltech.edu/CaltechAUTHORS:20230327-853994000.2", id = "https://authors.library.caltech.edu/records/9sytw-teg39", isbn = "9781450399784", doi = "10.1145/3569052.3578911", pages = "195" } @other{https://authors.library.caltech.edu/records/c4s74-std58, authors = "Yang, Haoyu and Li, Zongyi and Sastry, Kumara and Mukhopadhyay, Saumyadip and Kilgard, Mark and Anandkumar, Anima and Khailany, Brucek and Singh, Vivek and Ren, Haoxing", title = "Generic lithography modeling with dual-band optics-inspired neural networks", publisher = "ACM", year = "2022", url = "https://authors.library.caltech.edu/records/c4s74-std58", id = "https://authors.library.caltech.edu/records/c4s74-std58", isbn = "9781450391429", doi = "10.1145/3489517.3530580", pages = "973-978" } @other{https://authors.library.caltech.edu/records/dhxg8-b1194, authors = "Azizzadenesheli, Kamyar and Liu, Anqi and Yang, Fanny and Anandkumar, Animashree", title = "Regularized Learning for Domain Adaptation under Label Shifts", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085824665", id = "https://authors.library.caltech.edu/records/dhxg8-b1194", doi = "10.48550/arXiv.1903.09734" } @other{https://authors.library.caltech.edu/records/x9zaq-n4a21, authors = "Hu, Peiyun and Lipton, Zachary C. and Anandkumar, Anima and Ramanan, Deva", title = "Active Learning with Partial Feedback", publisher = "arXiv", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085746172", id = "https://authors.library.caltech.edu/records/x9zaq-n4a21", doi = "10.48550/arXiv.1802.07427" } @other{https://authors.library.caltech.edu/records/ryenh-0kj61, authors = "Arabshahi, Forough and Singh, Sameer and Anandkumar, Animashree", title = "Combining Symbolic Expressions and Black-box Function Evaluations in Neural Programs", publisher = "arXiv", year = "2018", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085732435", id = "https://authors.library.caltech.edu/records/ryenh-0kj61", doi = "10.48550/arXiv.1801.04342" } @other{https://authors.library.caltech.edu/records/vh137-26e52, authors = "Khetan, Ashish and Lipton, Zachary C. and Anandkumar, Animashree", title = "Learning From Noisy Singly-labeled Data", publisher = "arXiv", year = "2018", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085735866", id = "https://authors.library.caltech.edu/records/vh137-26e52", doi = "10.48550/arXiv.1712.04577" } @other{https://authors.library.caltech.edu/records/hkd0w-0zq39, authors = "Dhillon, Guneet S. and Azizzadenesheli, Kamyar and Lipton, Zachary C. and Bernstein, Jeremy and Kossaifi, Jean and Khanna, Aran and Anandkumar, Anima", title = "Stochastic Activation Pruning for Robust Adversarial Defense", publisher = "arXiv", year = "2018", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085749625", id = "https://authors.library.caltech.edu/records/hkd0w-0zq39", doi = "10.48550/arXiv.1803.01442" } @other{https://authors.library.caltech.edu/records/3cqb7-k5j80, authors = "Shen, Yanyao and Yun, Hyokun and Lipton, Zachary C. and Kronrod, Yakov and Anandkumar, Animashree", title = "Deep Active Learning for Named Entity Recognition", publisher = "arXiv", year = "2018", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085725408", id = "https://authors.library.caltech.edu/records/3cqb7-k5j80", doi = "10.48550/arXiv.1707.05928" } @other{https://authors.library.caltech.edu/records/ay5fp-94638, authors = "Janzamin, Majid and Sedghi, Hanie and Anandkumar, Anima", title = "Score Function Features for Discriminative Learning", publisher = "arXiv", year = "2015", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190401-162925219", id = "https://authors.library.caltech.edu/records/ay5fp-94638", doi = "10.48550/arXiv.1412.6514" } @other{https://authors.library.caltech.edu/records/1eawg-8rj70, authors = "Sedghi, Hanie and Anandkumar, Anima", title = "Provable Methods for Training Neural Networks with Sparse Connectivity", publisher = "arXiv", year = "2014", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190402-163306528", id = "https://authors.library.caltech.edu/records/1eawg-8rj70", doi = "10.48550/arXiv.1412.2693" } @other{https://authors.library.caltech.edu/records/p3kcg-fka12, authors = "Sedghi, Hanie and Anandkumar, Anima", title = "Provable Methods for Training Neural Networks with Sparse Connectivity", publisher = "arXiv", year = "2014", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190401-162914714", id = "https://authors.library.caltech.edu/records/p3kcg-fka12", doi = "10.48550/arXiv.1412.2693" }